An MCDA-based Approach for Creditworthiness Assessment
AbstractIn this paper we propose a deterministic methodology for creditworthiness evaluation based on the Multi-Criteria Decision Analysis (MCDA) method known as MUlticriteria RAnking MEthod (MURAME). This approach allows to rank the firms according to their credit risk characteristics and to sort them into a prefixed number of homogeneous creditworthiness groups. Moreover, the methodology allows to estimate ex-post proxies of the probabilities of default and of the probabilities of transition. Then, we apply the proposed approach to check its capability to evaluate the creditworthiness in real cases; in particular, we consider the case of an important north eastern Italian bank.
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Bibliographic InfoPaper provided by Department of Applied Mathematics, Università Ca' Foscari Venezia in its series Working Papers with number 177.
Length: 19 pages
Date of creation: Nov 2008
Date of revision:
Multi-Criteria Decision Analysis (or MCDA); MUlti-criteria RAnking MEthod (or MURAME); credit risk assessment;
Find related papers by JEL classification:
- C02 - Mathematical and Quantitative Methods - - General - - - Mathematical Economics
- G20 - Financial Economics - - Financial Institutions and Services - - - General
- G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
This paper has been announced in the following NEP Reports:
- NEP-ALL-2008-12-01 (All new papers)
- NEP-BAN-2008-12-01 (Banking)
- NEP-CFN-2008-12-01 (Corporate Finance)
- NEP-RMG-2008-12-01 (Risk Management)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Michael Doumpos & Fotios Pasiouras, 2005. "Developing and Testing Models for Replicating Credit Ratings: A Multicriteria Approach," Computational Economics, Society for Computational Economics, vol. 25(4), pages 327-341, June.
- Zopounidis, C., 1999. "Multicriteria decision aid in financial management," European Journal of Operational Research, Elsevier, vol. 119(2), pages 404-415, December.
- Rogers, Martin & Bruen, Michael, 1998. "Choosing realistic values of indifference, preference and veto thresholds for use with environmental criteria within ELECTRE," European Journal of Operational Research, Elsevier, vol. 107(3), pages 542-551, June.
- Doumpos, M. & Kosmidou, K. & Baourakis, G. & Zopounidis, C., 2002. "Credit risk assessment using a multicriteria hierarchical discrimination approach: A comparative analysis," European Journal of Operational Research, Elsevier, vol. 138(2), pages 392-412, April.
- Zopounidis, Constantin & Doumpos, Michael, 2002. "Multicriteria classification and sorting methods: A literature review," European Journal of Operational Research, Elsevier, vol. 138(2), pages 229-246, April.
- Marco Corazza & Stefania Funari & Riccardo Gusso, 2012. "An evolutionary approach to preference disaggregation in a MURAME-based credit scoring problem," Working Papers 5, Department of Management, Università Ca' Foscari Venezia.
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